ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)
☆101Apr 6, 2026Updated 2 weeks ago
Alternatives and similar repositories for ViLa-MIL
Users that are interested in ViLa-MIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (CVPR2024) Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆44Jun 22, 2024Updated last year
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆68Mar 17, 2025Updated last year
- [IEEE TMI 2025] Code for MSCPT☆39Nov 25, 2025Updated 4 months ago
- ☆31Jun 18, 2025Updated 10 months ago
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆461Apr 29, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆94Jan 7, 2026Updated 3 months ago
- [CVPR 2025] Official Repo of Paper "FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification"☆44Jun 6, 2025Updated 10 months ago
- CVPR 2023 Highlight☆99Apr 3, 2024Updated 2 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆133Apr 28, 2025Updated 11 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆65Feb 18, 2025Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆134Sep 19, 2025Updated 7 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆165Nov 19, 2024Updated last year
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆40May 14, 2024Updated last year
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆83Jun 6, 2025Updated 10 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [NeurIPS 2023 Oral] Quilt-1M: One Million Image-Text Pairs for Histopathology.☆181Jan 18, 2024Updated 2 years ago
- ☆130Apr 11, 2024Updated 2 years ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆115Apr 22, 2025Updated 11 months ago
- ☆20Aug 3, 2025Updated 8 months ago
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆69May 5, 2025Updated 11 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆86Dec 23, 2024Updated last year
- LongMIL for WSI analysis with extrapolation positional embedding☆14Dec 11, 2024Updated last year
- Iteratively Coupled Multiple Instance Learning☆23Nov 28, 2024Updated last year
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆23Dec 18, 2025Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ACM MM 2024] SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification☆42May 25, 2025Updated 10 months ago
- Open source tools for computational pathology - Nature BME☆1,657Apr 14, 2025Updated last year
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆478May 3, 2024Updated last year
- Multimodal prototyping for cancer survival prediction - ICML 2024☆112Feb 22, 2025Updated last year
- ☆33Jan 29, 2025Updated last year
- TCGA Pathology Reports in Machine Readable Text☆64May 30, 2024Updated last year
- [ECCV 2024 Oral] Knowledge-enhanced pretraining for computational pathology☆49Updated this week
- An easy-to-use PyTorch library for Pathology Image ANalysis Orchestrator (PIANO), including generating patches from whole slide images, u…☆41Aug 24, 2025Updated 7 months ago
- Toolkit for large-scale whole-slide image processing.☆532Updated this week
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆244Mar 11, 2022Updated 4 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆28Dec 16, 2021Updated 4 years ago
- ☆21Jul 18, 2024Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆90Apr 16, 2024Updated 2 years ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Sep 14, 2024Updated last year
- Hibou: Foundational Models for Pathology☆77Oct 23, 2024Updated last year
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆41Nov 4, 2023Updated 2 years ago